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Unit 10 interactive

From Data to AI

Feed fictional telemetry through a tiny deterministic neural network and see how missing features and weak data quality limit the claim around the output.

The model begins where the data pipeline leaves off

From Data to AI

Feed fictional telemetry through a tiny fixed neural network. A model can still return a number when the evidence feeding it gets weaker.

Model output49%illustrative risk
Evidence quality100%
Hidden A0.51
Hidden B0.56
Tiny neural network fed by robot telemetryTemperature, vibration, and battery feed two hidden activations and one output. If battery is unavailable, a fallback value is substituted and evidence quality decreases.480.2482tempvibrationbattery0.510.5649%